{"id":"W4313826415","doi":"10.3390/cells12020257","title":"Evaluation of Endocan as a Treatment for Acute Inflammatory Respiratory Failure","year":2023,"lang":"en","type":"article","venue":"Cells","topic":"Inflammation biomarkers and pathways","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Foundation","keywords":"ARDS; Medicine; Hypoxemia; Lung; Inflammation; Oxygenation; Diffuse alveolar damage; Acute respiratory distress; Gastroenterology; Internal medicine; Anesthesia; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007660544,0.00009727803,0.0001464159,0.0001174125,0.00008816114,0.000004787456,0.00007431702,0.0001381944,0.0003878744],"category_scores_gemma":[0.00003741227,0.00008313686,0.00009706925,0.0001021392,0.00006059913,0.00003911502,0.00001601397,0.00003371691,0.0009032142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006574089,"about_ca_system_score_gemma":0.0002198496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007852862,"about_ca_topic_score_gemma":0.00002065646,"domain_scores_codex":[0.9992349,0.0001645424,0.0002191083,0.0001494919,0.00005896762,0.0001730524],"domain_scores_gemma":[0.9993656,0.00009656134,0.0001167774,0.0001918198,0.0002165249,0.00001276791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007883792,0.00002145628,0.00008573682,0.0000116812,0.0003313872,0.000001806666,0.0006557478,0.000026931,0.9722363,0.0005772252,0.01136482,0.01460804],"study_design_scores_gemma":[0.002026792,0.0002594119,0.0005216369,0.00001103062,0.0002199966,0.000002425343,0.000212335,0.00004414771,0.8353708,0.0004221483,0.1608279,0.00008133207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952068,0.000329916,0.00002045129,0.00007427049,0.0005418883,0.0007484569,0.0001165547,0.00006722513,0.002894423],"genre_scores_gemma":[0.9958304,0.00003869208,0.00005211264,0.00006141119,0.00005364878,0.0003003629,0.0002917923,0.00001702725,0.003354515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494631,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527702653384635,"score_gpt":0.3091305513265677,"score_spread":0.2638535247927214,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}